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Zamba2-1.2B-instruct

modeltested · static-verifiedscore 49/100signed passport ✓published 574d ago · verified 2026-08-08420,958 monthly downloads

text generation model · runs with transformers · by Zyphra.

Declared tools (1)

text-generation

model:Zyphra/Zamba2-1.2B-instruct · published by zyphra

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nfragile

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nfragile

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Verified record · from the answer index

Zamba2-1.2B-instruct

modeltested · static-verifiedscore 49/100signed passport ✓published 574d ago · verified 2026-08-08420,958 monthly downloads

text generation model · runs with transformers · by Zyphra.

Declared tools (1)

text-generation

model:Zyphra/Zamba2-1.2B-instruct · published by zyphra

From 85,796 verified-corpus records · ask the answer engine · the census · rankings are never for sale

Ask

Search
The Answer Engine
The Census
The Readiness Map

Envelopes

MCP servers
APIs
SDKs & libraries
CLIs
Models

For agents

API Docs
MCP Server
agents.md (one-curl install)
llms.txt

Trust

Methodology
Trust Passports
Protocol
Schema

For builders

Get verified & signed
Convert your API to MCP
Pricing

Company

About
Why “Unfragile”

Agent? One curl.

curl unfragile.ai/agents.md | sh

nfragile

The letters dissolve from strong to gentle — never to gone. Named for what gains from disorder →